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Gcore Everywhere Inference deploys trained AI models on edge inference nodes across 180+ locations worldwide. It brings models closer to users for low response times, with no infrastructure to manage — suited for latency-sensitive workloads in fintech, healthcare, gaming, media, and industrial applications. Gcore routes end-user queries to the nearest running model using anycast endpoints. Smart Routing selects the closest inference region through a single endpoint—no scaling, routing, or node monitoring required.

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How Everywhere Inference works

It combines two technologies:
  1. Edge network — provides low latency via anycast balancing, smart routing, and built-in DDoS and bot protection.
  2. Serverless flexible GPU infrastructure — enables deployment of Application Catalog models or custom models on purpose-built NVIDIA GPUs.
How Smart Routing works to speed up requests via Gcore Everywhere Inference
Gcore uses Healthchecks to monitor pod availability. If a pod in one region goes down, requests are automatically routed to the next-closest inference region.
Healthchecks redirects traffic to the next-closest edge node if the closest node is unavailable

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Supported VM flavors

The hardware options available to you depend on your account limits and region. To unlock GPU access or add more deployments, submit a quota request.